Aman Madaan - RankMe

55 papers A* 12C 1Journal 32Unranked 9

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Automated High-Level Code Optimization for Warehouse Performance. IEEE Micro Alexander Shypula, Aman Madaan, Yimeng Zeng, Uri Alon, Jacob R. Gardner, Milad Hashemi, Graham Neubig, Parthasarathy Ranganathan, Osbert Bastani, Amir Yazdanbakhsh
2024	A*	`conf`	AutoMix: Automatically Mixing Language Models. NeurIPS Pranjal Aggarwal, Aman Madaan, Ankit Anand, Srividya Pranavi Potharaju, Swaroop Mishra, Pei Zhou, Aditya Gupta, Dheeraj Rajagopal, Karthik Kappaganthu, Yiming Yang, Shyam Upadhyay, Manaal Faruqui, Mausam
2024	—	`—`	Enhancing Language Models with Structured Reasoning Aman Madaan
2024	A*	`conf`	In-Context Principle Learning from Mistakes. ICML Tianjun Zhang, Aman Madaan, Luyu Gao, Steven Zheng, Swaroop Mishra, Yiming Yang, Niket Tandon, Uri Alon
2024	J	`jnl`	In-Context Principle Learning from Mistakes. CoRR Tianjun Zhang, Aman Madaan, Luyu Gao, Steven Zheng, Swaroop Mishra, Yiming Yang, Niket Tandon, Uri Alon
2024	A*	`conf`	Learning Performance-Improving Code Edits. ICLR Alexander Shypula, Aman Madaan, Yimeng Zeng, Uri Alon, Jacob R. Gardner, Yiming Yang, Milad Hashemi, Graham Neubig, Parthasarathy Ranganathan, Osbert Bastani, Amir Yazdanbakhsh
2024	—	`conf`	Program-Aided Reasoners (Better) Know What They Know. NAACL-HLT Anubha Kabra, Sanketh Rangreji, Yash Mathur, Aman Madaan, Emmy Liu, Graham Neubig
2024	J	`jnl`	Self-Imagine: Effective Unimodal Reasoning with Multimodal Models using Self-Imagination. CoRR Syeda Nahida Akter, Aman Madaan, Sangwu Lee, Yiming Yang, Eric Nyberg
2024	A*	`conf`	Synatra: Turning Indirect Knowledge into Direct Demonstrations for Digital Agents at Scale. NeurIPS Tianyue Ou, Frank F. Xu, Aman Madaan, Jiarui Liu, Robert Lo, Abishek Sridhar, Sudipta Sengupta, Dan Roth, Graham Neubig, Shuyan Zhou
2024	J	`jnl`	Synatra: Turning Indirect Knowledge into Direct Demonstrations for Digital Agents at Scale. CoRR Tianyue Ou, Frank F. Xu, Aman Madaan, Jiarui Liu, Robert Lo, Abishek Sridhar, Sudipta Sengupta, Dan Roth, Graham Neubig, Shuyan Zhou
2023	J	`jnl`	AutoMix: Automatically Mixing Language Models. CoRR Aman Madaan, Pranjal Aggarwal, Ankit Anand, Srividya Pranavi Potharaju, Swaroop Mishra, Pei Zhou, Aditya Gupta, Dheeraj Rajagopal, Karthik Kappaganthu, Yiming Yang, Shyam Upadhyay, Mausam, Manaal Faruqui
2023	J	`jnl`	Bridging the Gap: A Survey on Integrating (Human) Feedback for Natural Language Generation. CoRR Patrick Fernandes, Aman Madaan, Emmy Liu, António Farinhas, Pedro Henrique Martins, Amanda Bertsch, José G. C. de Souza, Shuyan Zhou, Tongshuang Wu, Graham Neubig, André F. T. Martins
2023	J	`jnl`	Bridging the Gap: A Survey on Integrating (Human) Feedback for Natural Language Generation. Trans. Assoc. Comput. Linguistics Patrick Fernandes, Aman Madaan, Emmy Liu, António Farinhas, Pedro Henrique Martins, Amanda Bertsch, José G. C. de Souza, Shuyan Zhou, Tongshuang Wu, Graham Neubig, André F. T. Martins
2023	—	`conf`	Complex Reasoning in Natural Languag. ACL (tutorial) Wenting Zhao, Mor Geva, Bill Yuchen Lin, Michihiro Yasunaga, Aman Madaan, Tao Yu
2023	J	`jnl`	How FaR Are Large Language Models From Agents with Theory-of-Mind? CoRR Pei Zhou, Aman Madaan, Srividya Pranavi Potharaju, Aditya Gupta, Kevin R. McKee, Ari Holtzman, Jay Pujara, Xiang Ren, Swaroop Mishra, Aida Nematzadeh, Shyam Upadhyay, Manaal Faruqui
2023	J	`jnl`	Learning Performance-Improving Code Edits. CoRR Aman Madaan, Alexander Shypula, Uri Alon, Milad Hashemi, Parthasarathy Ranganathan, Yiming Yang, Graham Neubig, Amir Yazdanbakhsh
2023	A*	`conf`	Let's Sample Step by Step: Adaptive-Consistency for Efficient Reasoning and Coding with LLMs. EMNLP Pranjal Aggarwal, Aman Madaan, Yiming Yang, Mausam
2023	J	`jnl`	Let's Sample Step by Step: Adaptive-Consistency for Efficient Reasoning with LLMs. CoRR Pranjal Aggarwal, Aman Madaan, Yiming Yang, Mausam
2023	A*	`conf`	PAL: Program-aided Language Models. ICML Luyu Gao, Aman Madaan, Shuyan Zhou, Uri Alon, Pengfei Liu, Yiming Yang, Jamie Callan, Graham Neubig
2023	J	`jnl`	Program-Aided Reasoners (better) Know What They Know. CoRR Anubha Kabra, Sanketh Rangreji, Yash Mathur, Aman Madaan, Emmy Liu, Graham Neubig
2023	J	`jnl`	RL4F: Generating Natural Language Feedback with Reinforcement Learning for Repairing Model Outputs. CoRR Afra Feyza Akyürek, Ekin Akyürek, Aman Madaan, Ashwin Kalyan, Peter Clark, Derry Wijaya, Niket Tandon
2023	A*	`conf`	Self-Refine: Iterative Refinement with Self-Feedback. NeurIPS Aman Madaan, Niket Tandon, Prakhar Gupta, Skyler Hallinan, Luyu Gao, Sarah Wiegreffe, Uri Alon, Nouha Dziri, Shrimai Prabhumoye, Yiming Yang, Shashank Gupta, Bodhisattwa Prasad Majumder, Katherine Hermann, Sean Welleck, Amir Yazdanbakhsh, Peter Clark
2023	J	`jnl`	Self-Refine: Iterative Refinement with Self-Feedback. CoRR Aman Madaan, Niket Tandon, Prakhar Gupta, Skyler Hallinan, Luyu Gao, Sarah Wiegreffe, Uri Alon, Nouha Dziri, Shrimai Prabhumoye, Yiming Yang, Sean Welleck, Bodhisattwa Prasad Majumder, Shashank Gupta, Amir Yazdanbakhsh, Peter Clark
2023	—	`conf`	What Makes Chain-of-Thought Prompting Effective? A Counterfactual Study. EMNLP (Findings) Aman Madaan, Katherine Hermann, Amir Yazdanbakhsh
2022	A*	`conf`	Conditional set generation using Seq2seq models. EMNLP Aman Madaan, Dheeraj Rajagopal, Niket Tandon, Yiming Yang, Antoine Bosselut
2022	J	`jnl`	Conditional set generation using Seq2seq models. CoRR Aman Madaan, Dheeraj Rajagopal, Niket Tandon, Yiming Yang, Antoine Bosselut
2022	J	`jnl`	FLOWGEN: Fast and slow graph generation. CoRR Aman Madaan, Yiming Yang
2022	—	`conf`	GEMv2: Multilingual NLG Benchmarking in a Single Line of Code. EMNLP (Demos) Sebastian Gehrmann, Abhik Bhattacharjee, Abinaya Mahendiran, Alex Wang, Alexandros Papangelis, Aman Madaan, Angelina McMillan-Major, Anna Shvets, Ashish Upadhyay, Bernd Bohnet
2022	J	`jnl`	GEMv2: Multilingual NLG Benchmarking in a Single Line of Code. CoRR Sebastian Gehrmann, Abhik Bhattacharjee, Abinaya Mahendiran, Alex Wang, Alexandros Papangelis, Aman Madaan, Angelina McMillan-Major, Anna Shvets, Ashish Upadhyay, Bingsheng Yao, Bryan Wilie, Chandra Bhagavatula, Chaobin You, Craig Thomson, Cristina Garbacea, Dakuo Wang, Daniel Deutsch, Deyi Xiong, Di Jin, Dimitra Gkatzia, Dragomir R. Radev, Elizabeth Clark, Esin Durmus, Faisal Ladhak, Filip Ginter, Genta Indra Winata, Hendrik Strobelt, Hiroaki Hayashi, Jekaterina Novikova, Jenna Kanerva, Jenny Chim, Jiawei Zhou, Jordan Clive, Joshua Maynez, João Sedoc, Juraj Juraska, Kaustubh D. Dhole, Khyathi Raghavi Chandu, Laura Perez-Beltrachini, Leonardo F. R. Ribeiro, Lewis Tunstall, Li Zhang, Mahima Pushkarna, Mathias Creutz, Michael White, Mihir Sanjay Kale, Moussa Kamal Eddine, Nico Daheim, Nishant Subramani, Ondrej Dusek, Paul Pu Liang, Pawan Sasanka Ammanamanchi, Qi Zhu, Ratish Puduppully, Reno Kriz, Rifat Shahriyar, Ronald Cardenas, Saad Mahamood, Salomey Osei, Samuel Cahyawijaya, Sanja Stajner, Sébastien Montella, Shailza Jolly, Simon Mille, Tahmid Hasan, Tianhao Shen, Tosin P. AMahidewumi, Vikas Raunak, Vipul Raheja, Vitaly Nikolaev, Vivian Tsai, Yacine Jernite, Ying Xu, Yisi Sang, Yixin Liu, Yufang Hou
2022	A*	`conf`	Language Models of Code are Few-Shot Commonsense Learners. EMNLP Aman Madaan, Shuyan Zhou, Uri Alon, Yiming Yang, Graham Neubig
2022	J	`jnl`	Language Models of Code are Few-Shot Commonsense Learners. CoRR Aman Madaan, Shuyan Zhou, Uri Alon, Yiming Yang, Graham Neubig
2022	—	`conf`	Learning to repair: Repairing model output errors after deployment using a dynamic memory of feedback. NAACL-HLT (Findings) Niket Tandon, Aman Madaan, Peter Clark, Yiming Yang
2022	A*	`conf`	Memory-assisted prompt editing to improve GPT-3 after deployment. EMNLP Aman Madaan, Niket Tandon, Peter Clark, Yiming Yang
2022	J	`jnl`	Memory-assisted prompt editing to improve GPT-3 after deployment. CoRR Aman Madaan, Niket Tandon, Peter Clark, Yiming Yang
2022	J	`jnl`	PAL: Program-aided Language Models. CoRR Luyu Gao, Aman Madaan, Shuyan Zhou, Uri Alon, Pengfei Liu, Yiming Yang, Jamie Callan, Graham Neubig
2022	J	`jnl`	Text and Patterns: For Effective Chain of Thought, It Takes Two to Tango. CoRR Aman Madaan, Amir Yazdanbakhsh
2021	J	`jnl`	CURIE: An Iterative Querying Approach for Reasoning About Situations. CoRR Dheeraj Rajagopal, Aman Madaan, Niket Tandon, Yiming Yang, Shrimai Prabhumoye, Abhilasha Ravichander, Peter Clark, Eduard H. Hovy
2021	—	`conf`	Could you give me a hint ? Generating inference graphs for defeasible reasoning. ACL/IJCNLP (Findings) Aman Madaan, Dheeraj Rajagopal, Niket Tandon, Yiming Yang, Eduard H. Hovy
2021	J	`jnl`	Could you give me a hint? Generating inference graphs for defeasible reasoning. CoRR Aman Madaan, Dheeraj Rajagopal, Niket Tandon, Yiming Yang, Eduard H. Hovy
2021	J	`jnl`	Improving Neural Model Performance through Natural Language Feedback on Their Explanations. CoRR Aman Madaan, Niket Tandon, Dheeraj Rajagopal, Yiming Yang, Peter Clark, Keisuke Sakaguchi, Eduard H. Hovy
2021	J	`jnl`	Improving scripts with a memory of natural feedback. CoRR Niket Tandon, Aman Madaan, Peter Clark, Yiming Yang
2021	J	`jnl`	Interscript: A dataset for interactive learning of scripts through error feedback. CoRR Niket Tandon, Aman Madaan, Peter Clark, Keisuke Sakaguchi, Yiming Yang
2021	—	`conf`	Neural Language Modeling for Contextualized Temporal Graph Generation. NAACL-HLT Aman Madaan, Yiming Yang
2021	J	`jnl`	The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics. CoRR Sebastian Gehrmann, Tosin P. Adewumi, Karmanya Aggarwal, Pawan Sasanka Ammanamanchi, Aremu Anuoluwapo, Antoine Bosselut, Khyathi Raghavi Chandu, Miruna-Adriana Clinciu, Dipanjan Das, Kaustubh D. Dhole, Wanyu Du, Esin Durmus, Ondrej Dusek, Chris Emezue, Varun Gangal, Cristina Garbacea, Tatsunori Hashimoto, Yufang Hou, Yacine Jernite, Harsh Jhamtani, Yangfeng Ji, Shailza Jolly, Dhruv Kumar, Faisal Ladhak, Aman Madaan, Mounica Maddela, Khyati Mahajan, Saad Mahamood, Bodhisattwa Prasad Majumder, Pedro Henrique Martins, Angelina McMillan-Major, Simon Mille, Emiel van Miltenburg, Moin Nadeem, Shashi Narayan, Vitaly Nikolaev, Rubungo Andre Niyongabo, Salomey Osei, Ankur P. Parikh, Laura Perez-Beltrachini, Niranjan Ramesh Rao, Vikas Raunak, Juan Diego Rodriguez, Sashank Santhanam, João Sedoc, Thibault Sellam, Samira Shaikh, Anastasia Shimorina, Marco Antonio Sobrevilla Cabezudo, Hendrik Strobelt, Nishant Subramani, Wei Xu, Diyi Yang, Akhila Yerukola, Jiawei Zhou
2021	—	`conf`	Think about it! Improving defeasible reasoning by first modeling the question scenario. EMNLP (1) Aman Madaan, Niket Tandon, Dheeraj Rajagopal, Peter Clark, Yiming Yang, Eduard H. Hovy
2021	J	`jnl`	Think about it! Improving defeasible reasoning by first modeling the question scenario. CoRR Aman Madaan, Niket Tandon, Dheeraj Rajagopal, Peter Clark, Yiming Yang, Eduard H. Hovy
2021	C	`conf`	Towards Using Heterogeneous Relation Graphs for End-to-End TTS. ASRU Amrith Setlur, Aman Madaan, Tanmay Parekh, Yiming Yang, Alan W. Black
2020	J	`jnl`	EIGEN: Event Influence GENeration using Pre-trained Language Models. CoRR Aman Madaan, Dheeraj Rajagopal, Yiming Yang, Abhilasha Ravichander, Eduard H. Hovy, Shrimai Prabhumoye
2020	J	`jnl`	Neural Language Modeling for Contextualized Temporal Graph Generation. CoRR Aman Madaan, Yiming Yang
2020	A*	`conf`	Politeness Transfer: A Tag and Generate Approach. ACL Aman Madaan, Amrith Setlur, Tanmay Parekh, Barnabás Póczos, Graham Neubig, Yiming Yang, Ruslan Salakhutdinov, Alan W. Black, Shrimai Prabhumoye
2020	J	`jnl`	Politeness Transfer: A Tag and Generate Approach. CoRR Aman Madaan, Amrith Setlur, Tanmay Parekh, Barnabás Póczos, Graham Neubig, Yiming Yang, Ruslan Salakhutdinov, Alan W. Black, Shrimai Prabhumoye
2020	J	`jnl`	Practical Comparable Data Collection for Low-Resource Languages via Images. CoRR Aman Madaan, Shruti Rijhwani, Antonios Anastasopoulos, Yiming Yang, Graham Neubig
2016	A*	`conf`	Numerical Relation Extraction with Minimal Supervision. AAAI Aman Madaan, Ashish R. Mittal, Mausam, Ganesh Ramakrishnan, Sunita Sarawagi
2016	J	`jnl`	Occurrence Statistics of Entities, Relations and Types on the Web. CoRR Aman Madaan, Sunita Sarawagi
2013	—	`conf`	Design and implementation of a high performance computing system using distributed compilation. ICACCI Sunil Kr. Singh, Aman Madaan, Ankur Aggarwal, Ankur Dewan